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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@kibotu
kibotu / INSTALL.md
Last active April 18, 2026 03:53
How to Run Qwen3.5 Locally With Claude Code (No API Bills, Full Agentic Coding)

Run Qwen 3.5 Locally with Claude Code — Zero API Bills, Full Agentic Coding

Your Mac has a GPU. Your Mac has RAM. Why are you paying someone else to think?

This guide gets you a fully local agentic coding setup: Claude Code talking to Qwen 3.5-35B-A3B via llama.cpp, all running on your Apple Silicon Mac. No API keys. No cloud. No surprise invoices. Just you, your M-series chip, and 35 billion parameters doing your bidding on localhost.

Based on this article.


@North-West-Wind
North-West-Wind / extract_splash_screen.py
Created November 18, 2023 05:41
Extract splash screen from Atmosphere's package3
from PIL import Image
import sys, os
from struct import pack as pk
from math import floor
SPLASH_SCREEN_WIDTH = 1280
SPLASH_SCREEN_HEIGHT = 720
SPLASH_SCREEN_STRIDE = 768
@rudolphos
rudolphos / StopAdobe.bat
Last active March 5, 2026 04:50
A bat script that stops all Adobe / Adobe CC background services and programs on Windows.
TASKKILL /F /IM "Creative Cloud.exe" /T
TASKKILL /F /IM "AcroRd32.exe" /T
TASKKILL /F /IM "AdobeARM.exe" /T
TASKKILL /F /IM "Adobe Desktop Service.exe" /T
TASKKILL /F /IM "Adobe CEF Helper.exe" /T
TASKKILL /F /IM "Adobe Installer.exe" /T
TASKKILL /F /IM "AdobeUpdateService.exe" /T
TASKKILL /F /IM "CoreSync.exe" /T
TASKKILL /F /IM "AdobeIPCBroker.exe" /T
TASKKILL /F /IM "Adobe Installer.exe" /T
@zwaldowski
zwaldowski / Extra Logging for My Great App.mobileconfig
Last active April 18, 2026 03:45
Apple Configuration Profile for Logging in iOS 10 and macOS Sierra
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<!-- iOS 10, macOS Sierra, and friends bring a new logging subsystem that's
supposed to scale from the kernel, up to frameworks, and up to apps. It defaults
to a more regimented, privacy-focused approach that large apps and complex
systems need.
It, along with Activity Tracing introduced in iOS 8 and macOS Yosemite and the
Console app in macOS Sierra, hope to help you graduate from caveman debugging to